Action Recognition on Something-Else few-shot
45.5Action@1 AccuracyCACNF
Evaluation results
| Method | Links | |
|---|---|---|
| CACNFObject Source=Oracle, Few-shot Setting=10-shot2025.12 | 45.5 | |
| STLTObject Source=Oracle, Few-shot Setting=10-shot2025.12 | 38.6 | |
| CACNFObject Source=Oracle, Few-shot Setting=5-shot2025.12 | 37.1 | |
| CACNFObject Source=Obj. predictions, Few-shot Setting=10-shot2025.12 | 33.9 | |
| STIN + I3DObject Source=Oracle, Few-shot Setting=10-shot2025.12 | 33.6 | |
| STINObject Source=Oracle, Few-shot Setting=10-shot2025.12 | 33.5 | |
| STLTObject Source=Oracle, Few-shot Setting=5-shot2025.12 | 31.4 | |
| STRGObject Source=Obj. predictions, Few-shot Setting=10-shot2025.12 | 29.9 | |
| SFIObject Source=Oracle, Few-shot Setting=10-shot2025.12 | 29.8 | |
| STIN + I3DObject Source=Oracle, Few-shot Setting=5-shot2025.12 | 28.1 | |
| STINObject Source=Oracle, Few-shot Setting=5-shot2025.12 | 27.7 | |
| CACNFObject Source=Obj. predictions, Few-shot Setting=5-shot2025.12 | 27.1 | |
| STIN + I3DObject Source=Obj. predictions, Few-shot Setting=10-shot2025.12 | 27 | |
| I3DObject Source=Obj. predictions, Few-shot Setting=10-shot2025.12 | 26.7 | |
| I3DObject Source=Oracle, Few-shot Setting=10-shot2025.12 | 26.7 | |
| STLTObject Source=Obj. predictions, Few-shot Setting=10-shot2025.12 | 24.8 | |
| STRGObject Source=Obj. predictions, Few-shot Setting=5-shot2025.12 | 24.8 | |
| SFIObject Source=Oracle, Few-shot Setting=5-shot2025.12 | 24.3 | |
| STIN + I3DObject Source=Obj. predictions, Few-shot Setting=5-shot2025.12 | 23.7 | |
| I3DObject Source=Obj. predictions, Few-shot Setting=5-shot2025.12 | 21.8 | |
| I3DObject Source=Oracle, Few-shot Setting=5-shot2025.12 | 21.8 | |
| STINObject Source=Obj. predictions, Few-shot Setting=10-shot2025.12 | 20.8 | |
| STLTObject Source=Obj. predictions, Few-shot Setting=5-shot2025.12 | 18.8 | |
| STINObject Source=Obj. predictions, Few-shot Setting=5-shot2025.12 | 17.7 |